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Monitoring and Logging in DevOps Training for Beginners · LearnSpace
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Monitoring and Logging in DevOps Training for Beginners

Курс от Simplilearn
Начальный≈ 29.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This Advanced Monitoring and Logging Training develops strong skills in designing, implementing, and managing modern monitoring and logging systems using Prometheus, Grafana, and the ELK Stack. You learn monitoring fundamentals, metrics collection, alerting, visualization, and centralized logging through hands-on labs and real-world demos. The course covers PromQL, instrumentation, Alertmanager, dashboard creation, log ingestion, and automation. It shows how to improve visibility, detect issues early, and maintain reliable, production-ready environments. By the end of this course, you will be able to: - Implement Monitoring Systems: Configure Prometheus and Zabbix for observability - Analyze Metrics with PromQL: Query, aggregate, and optimize performance data - Automate Alerts and Instrumentation: Use Alertmanager and client libraries - Build Visual Dashboards: Create interactive reports using Grafana - Manage Centralized Logging: Deploy and operate ELK Stack pipelines - Optimize System Reliability: Monitor, troubleshoot, and improve operations Ideal for DevOps engineers, cloud professionals, system administrators, and IT practitioners seeking practical monitoring, observability, and logging skills.

Навыки, которые вы освоите

Prometheus (Software)Dashboard CreationContinuous MonitoringSystem MonitoringQuery LanguagesDocker (Software)GrafanaInteractive Data VisualizationDevOpsScalabilityPerformance MetricEvent MonitoringData VisualizationSystems AdministrationPerformance MeasurementDevops ToolsKibanaReal Time Data

Программа курса

7 модулей · 187 учебных материалов

01Monitoring Foundations17 материалов

Monitoring Basics

Course SyllabusЧтениеKickstarting DevOps Monitoring Essentials with PrometheusВидеоLearning ObjectivesВидеоMonitoring and Logging: OverviewВидео

Учитесь у экспертов

Priyanka Mehta

Преподаватель курса

Monitoring and Logging in DevOps Training for Beginners
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Обучение на Coursera

≈ 29.4 ч

7 модулей

Язык: Английский

Часть программы вашего университета
How Industries Utilize Monitoring and LoggingВидео
Business Use CasesВидео
Quiz on Monitoring BasicsЗадание

Continuous Monitoring Essentials

Understanding Continuous Monitoring and Its ComponentsВидеоUnderstanding Evaluation in DevOpsВидеоDifference Between Monitoring and EvaluationВидеоComponents of a Monitoring SystemВидеоContinuous Monitoring ToolsВидеоDemo: Setting up Basic Infrastructure Monitoring Using Zabbix - Part 1ВидеоDemo: Setting up Basic Infrastructure Monitoring Using Zabbix - Part 2ВидеоQuiz on Continuous Monitoring EssentialsЗаданиеAssessment for Monitoring FoundationsЗаданиеThe Hidden Signals: Making Sense of Monitoring and LogsDIALOGUE
02Monitoring Tools11 материалов

Types, Metrics & Dashboards

Types of MonitoringВидеоTerminologies: Metrics, Alerts, and DashboardsВидеоMetrics: Introduction, Types and Use CasesВидеоQuiz on Types, Metrics & DashboardsЗадание

Alerts, Tooling & Selection

Deep Dive Into Alerts and DashboardsВидеоMetrics, Alerts, and Dashboards: BenefitsВидеоChoosing the Right Monitoring ToolsВидеоChoosing the Right Monitoring Tools: Use CaseВидеоQuiz on Alerts, Tooling & SelectionЗаданиеAssessment for Monitoring ToolsЗаданиеChoosing the Right Signals: Building an Effective Monitoring StrategyDIALOGUE
03Prometheus Fundamentals17 материалов

Prometheus Basics

Introduction to PrometheusВидеоTerminologies in PrometheusВидеоPrometheus vs Zabbix: A Comprehensive ComparisonВидеоPrometheus ArchitectureВидеоWorking of PrometheusВидеоComponents of PrometheusВидеоQuiz on Prometheus BasicsЗадание

Prometheus Setup & Usage

Case Study: Enhanced Web Application Monitoring with PrometheusВидеоPrometheus ConfigurationВидеоPrometheus Configuration FileВидеоBasic UI Elements of Prometheus ServerВидеоDemo: Configuring Prometheus to Scrape and Visualize the MetricsВидеоKey TakeawaysВидео
04Metrics & PromQL36 материалов

Metrics Basics

Learning ObjectivesВидеоIntroduction to Metrics and Their UsesВидеоTypes of MetricsВидеоWhat Are Exporters?ВидеоExporters for Efficient MonitoringВидеоQuiz on Metrics BasicsЗадание

Exporters in Prometheus

How Exporters Work?ВидеоEssential Prometheus Exporters for System MonitoringВидеоImportance of ExportersВидеоCategories of ExportersВидеоQuiz on Exporters in PrometheusЗадание

Relabeling & Setup

Relabeling Pipeline in Prometheus EcosystemВидеоRelabeling RulesВидеоAdvanced Exporter ConfigurationsВидеоDemo: Setting up and Monitoring with Node Exporter Part 1ВидеоDemo: Setting up and Monitoring with Node Exporter Part 2ВидеоQuiz on Relabeling & SetupЗадание

PromQL Fundamentals

Understanding PromQL: Core Concepts, Elements and Data TypesВидеоSelectors and Matchers: Types and CombinationsВидеоBinary Operators: Arithmetic, Comparison,Logical and Set OperationsВидеоFiltering Labels with ignoring and on KeywordsВидеоQuiz on PromQL FundamentalsЗадание

PromQL Advanced

Aggregation OperatorsВидеоFunctions: Types and Use CasesВидеоQuerying for Patterns and AnomaliesВидеоOptimizing Queries for PerformanceВидеоQuiz on PromQL AdvancedЗадание

PromQL Practice

Demo: Writing Basic Queries in PromQLВидеоDemo: Writing Advanced Queries for Real-Life Use CasesВидеоDemo: Writing PromQL Queries to Extract Specific Metrics from a Sample DatasetВидеоKey TakeawaysВидеоLesson-End Project: Monitoring Apache Server Metrics Using Prometheus - Part 1ВидеоLesson-End Project: Monitoring Apache Server Metrics Using Prometheus- Part 2Видео
05Instrumentation & Alerting36 материалов

Instrumentatioan Basics

Kickstarting Advanced DevOps Monitoring with Prometheus and GrafanaВидеоLearning ObjectivesВидеоInstrumentation in MonitoringВидеоInstrumentation Process and Its Role in MonitoringВидеоQuiz on PromQL PracticeЗадание

Instrumentation in Practice

Types of InstrumentationВидеоInstrumentation TechniquesВидеоClient LibrariesВидеоHow to Implement InstrumentationВидеоDemo: Adding Instrumentation to Java ApplicationВидеоQuiz on Instrumentation in PracticeЗадание

Recording Rules & Alerts

What Are Recording Rules ?ВидеоKey Elements of Recording Rules​ВидеоThe Role of Recording Rules in PrometheusВидеоWriting Effective Recording Rules: Best PracticesВидеоAlerting: What It Is and How It WorksВидеоDefining and Configuring Alert RulesВидео

Pushgateway Implementation

Introduction to PushgatewayВидеоRole of Pushgateway in Prometheus EcosystemВидеоSetting up Pushgateway and Pushing Metrics with ExamplesВидеоAutomating Metric Pushing Using Client Libraries and Deployment ToolsВидеоIntegrating Applications with ExamplesВидеоUsing Pushgateway: Challenges​Видео
06Grafana Dashboards27 материалов

Grafana Overview

Learning ObjectivesВидеоGrafana and Its Key FeaturesВидеоWhy is Grafana Important?ВидеоDifferent Types of Monitoring with GrafanaВидеоQuiz on Grafana OverviewЗадание

Grafana Setup

Metrics and Visualizations in GrafanaВидеоDifferences between Grafana and PrometheusВидеоGrafana Installation PlatformsВидеоQuiz on Grafana SetupЗадание

Dashboards & Panels

Connecting Data SourcesВидеоCreating Dashboards and Panels in GrafanaВидеоVisualizing DataВидеоAlerting and Notifications in GrafanaВидеоDemo: Setting up a Grafana Instance​ВидеоDemo: Building a Multi-Panel Dashboard in Grafana​Видео

Grafana + Prometheus

Configuring Grafana to Connect to a Prometheus InstanceВидеоUtilizing PromQL Directly within Grafana PanelsВидеоDemo: Creating a Grafana Dashboard​ Using PromQL Queries to Visualize Specific Application MetricsВидеоDemo: Setting up Docker Monitoring Using Prometheus and Grafana​ВидеоKey TakeawaysВидеоLesson-End Project: Monitoring Python Web Application Using Prometheus and Grafana​ - Part 1Видео
07ELK Stack Logging43 материалов

Logging Foundations

Kickstarting Centralized Logging and Monitoring (ELK)ВидеоLearning ObjectivesВидеоLearning Logging: Key Concepts and Practices in DevOpsВидеоOverview, Components, and Architecture of the ELK StackВидеоCommon Use Cases of ELK StackВидеоQuiz on Logging FoundationsЗадание

ELK Architecture

Creating Custom Log Message Formats for ELKВидеоStructured vs. Unstructured Logs: Concepts, Examples, and BenefitsВидеоCentralized vs. Distributed Logging: Comparison, Challenges, and Selection GuideВидеоElasticsearch: Overview, Features, Use cases, and FunctionalityВидеоThe Indexing Process​ in ElasticsearchВидеоDemo: Setting up and Configuring Elasticsearch for Log StorageВидео

Log Ingestion

Overview, Features, and Components of LogstashВидеоDemo: Building Logstash Pipelines for Centralized Log CollectionВидеоIntroduction and Key Features of KibanaВидеоCombining Kibana and ElasticsearchВидеоQuiz on Log IngestionЗадание

Visualization & Monitoring

Steps for Creating Dashboards in Log Data ExplorationВидеоKibana in Action Uses Real-Time Monitoring and AlertingВидеоDemo: Building Dashboards and Visualizations in KibanaВидеоQuiz on Visualization & MonitoringЗадание

Advanced ELK

Advanced Log Collection and Management with the ELK Stack and FilebeatВидеоIntegrating ELK Stack with Containers and MicroservicesВидеоAdvanced Log Collection Techniques and Why They MatterВидеоDemo: Configuring Filebeat to Collect Logs from Applications and SystemsВидеоQuiz on Advanced ELKЗадание

ELK Automation

Integrating the ELK Stack and Automation: Introduction and AdvantagesВидеоIntegration of ELK Stack with CI/CD PipelineВидеоApache Kafka and ELK Stack: Streamlined Log Processing and Core ComponentsВидео​Steps to Integrate Kafka with Logstash​ВидеоElasticsearch and Kibana: Configuration StepsВидеоQuiz on ELK AutomationЗадание

Alerts

Alerts and Notifications Based on Log Data​ВидеоDemo: Building an Automated Log Processing Pipeline with Kafka and ELK Stack - Part 1ВидеоDemo: Building an Automated Log Processing Pipeline with Kafka and ELK Stack - Part 2ВидеоBest Practices for Effective DevOps Logging with ELK StackВидеоCentralized Logging and Monitoring: Case StudyВидеоKey TakeawaysВидео
Lesson-End Project: Running Prometheus as a Docker Container for MonitoringВидео
Quiz on Prometheus Setup & UsageЗадание
Assessment for Prometheus FundamentalsЗадание
Understanding Prometheus: From Architecture to MetricsDIALOGUE
Quiz on PromQL PracticeЗадание
Assessment for Metrics & PromQLЗадание
The Query Challenge: Turning Metrics into Meaningful InsightsDIALOGUE
Understanding Alert States and Managing Alerts with AlertmanagerВидео
Alert: Routing, Grouping, and InhibitionВидео
Alertmanager Notification Channels: Email, Slack, and PagerDutyВидео
Routing RulesВидео
Demo: Configuring Alertmanager for Email NotificationsВидео
Quiz on Recording Rules & AlertsЗадание
Demo: Automating Metric Pushing with Cron JobsВидео
Key TakeawaysВидео
Lesson-End Project: Monitoring MySQL Database Using Prometheus and Setting Up Alerts - Part 1Видео
Lesson-End Project: Monitoring MySQL Database Using Prometheus and Setting Up Alerts - Part 2Видео
Quiz on Pushgateway ImplementationЗадание
Assessment for Instrumentation & AlertingЗадание
Before It Breaks: Designing Smart Alerts and InstrumentationDIALOGUE
Demo: Configuring Email Alerts for Critical System Thresholds​Видео
Quiz on Dashboards & PanelsЗадание
Lesson-End Project: Monitoring Python Web Application Using Prometheus and Grafana​ - Part 2Видео
Quiz on Grafana + PrometheusЗадание
Assessment for Grafana DashboardsЗадание
From Data to Decisions: Building Insightful Dashboards with GrafanaDIALOGUE
Quiz on ELK ArchitectureЗадание
Lesson-End Project: Implementing Jenkins Logging using ELK StackВидео
Quiz on AlertsЗадание
Assessment for ELK Stack LoggingЗадание
Following the Logs: Building a Centralized ELK Monitoring PipelineDIALOGUE